Find K Pairs with Smallest Sums
You are given two integer arrays nums1 and nums2 sorted in ascending order and an integer k.
Define a pair (u,v) which consists of one element from the first array and one element from the second array.
Find the k pairs (u1,v1),(u2,v2) ...(uk,vk) with the smallest sums.
Example 1:
Given nums1 = [1,7,11], nums2 = [2,4,6], k = 3
Return: [1,2],[1,4],[1,6]
The first 3 pairs are returned from the sequence:
[1,2],[1,4],[1,6],[7,2],[7,4],[11,2],[7,6],[11,4],[11,6]
Example 2:
Given nums1 = [1,1,2], nums2 = [1,2,3], k = 2
Return: [1,1],[1,1]
The first 2 pairs are returned from the sequence:
[1,1],[1,1],[1,2],[2,1],[1,2],[2,2],[1,3],[1,3],[2,3]
Example 3:
Given nums1 = [1,2], nums2 = [3], k = 3
Return: [1,3],[2,3]
All possible pairs are returned from the sequence:
[1,3],[2,3]
Tips:
- 和Kth Smallest Element in a Sorted Matrix几乎一样,唯一的区别就是这题给了两个array而那题给了一个矩阵。
想象一下,把这题的两个数组变成num1.length * num2.length的矩阵,例如将exp1变为
matrix = [ 1*2, 1*4 , 1*6 ], [ 7*2, 7*4 , 7*6 ], [11*2, 11*4, 11*6]
与那题一样,先将第一行加入heap,然后取heap里的最小值,加入矩阵中这个最小值下面的数,并在result里添加当前最小值。(注意添加的是值不是坐标哟)
- 仍然要注意的是要新建一个node类,并重写compareTo方法,不然无法获取这个点的坐标。注意在重写compareTo那里一定要public,不然会出错!
Code:
public class Solution {
public List<int[]> kSmallestPairs(int[] nums1, int[] nums2, int k) {
List<int[]> result = new ArrayList<>();
PriorityQueue<Node> heap = new PriorityQueue<>();
if (nums1 == null || nums1.length == 0 || nums2 == null || nums2.length == 0 || k <= 0) {
return result;
}
for (int i = 0; i < nums2.length; i++) {
heap.add(new Node(0, i, nums1[0] + nums2[i]));
}
for (int i = 0; i < Math.min(k, nums1.length * nums2.length); i++) {
Node curt = heap.remove();
int[] temp = {nums1[curt.x], nums2[curt.y]};
result.add(temp);
if (curt.x == nums1.length - 1) {
continue;
}
heap.add(new Node(curt.x + 1, curt.y, nums1[curt.x + 1] + nums2[curt.y]));
}
return result;
}
class Node implements Comparable<Node>{
int x;
int y;
int val;
public Node(int x, int y, int val) {
this.x = x;
this.y = y;
this.val = val;
}
public int compareTo(Node that) {
return this.val - that.val;
}
}
}